mHealth for Screening

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Articles published in this theme: 334 (scroll down to load remaining articles)

2026

Woman using smartphone with virtual chat interface and health icons

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Effectiveness of Chatbots in Mental Health Screening and Assessment: Systematic Review

Isabel Morales Gil, Inés Marti-Estevez, Sandra Doval, José Miguel Gutiérrez-Carrillo, Rocío Fausor, Silvia Arribas-García, Miguel Ángel Álvarez-Mon, Javier Quintero

JMIR Ment Health 2026 (Oct 06); 13:e93672

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Patient undergoing an eye exam with an ophthalmologist and assistants.

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Ocular Factors Affecting AI Diagnosis in Diabetic Retinopathy Screening for Resource-Limited Regions: Cross-Sectional Study

Ying Xue, Xin Hu, Shuaijie Yuan, Junfang Zhang, Hongxia Hu, Shangbo Yang, Rongrong Zhu

J Med Internet Res 2026 (Sep 30); 28:e85181

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Elderly person in wheelchair holding knee, experiencing knee pain.

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Prediction of 2-Year Incident Clinical Knee Osteoarthritis From Extensor Mechanism Mechanical Properties in Asymptomatic Community-Dwelling Older Adults: Prospective Cohort Study

Ui-jae Hwang, Zongpan Li, Peng Xia, Tianxiang Fan, Arnold Wong, Oh-yun Kwon, Siu-ngor Fu

JMIR Aging 2026 (Sep 24); 9:e84494

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Laptop screen displaying a medical record form with fields for personal information.

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Natural Language Processing Identification of Nonprescribed Fentanyl Use in Electronic Health Records: Algorithm Development and Validation Study

Joshua Trujeque, Joseph A Simonetti, Isai Ortiz, Nicholas E Ingraham, Nathan Mesfin, Jeremy Yeung, Rui Zhang, Lisa A Brenner, R Adams Dudley

J Med Internet Res 2026 (Sep 09); 28:e97485

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Doctor shows medical training app on phone with expert/novice options

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Applying an AI Decision Support Device During Cervical Cancer Screening in Bangladesh and Uganda: Implementation Study

Jaap Koot, Johnblack Kabukye, Guruvare Shyamala, Naheed Nazrul,, Aminur Rahman Shaheen, Carolyn Nakisige, Shamim Namagembe, Keerthana Prasad, Jogchum Beltman

JMIR Form Res 2026 (Sep 03); 10:e81493

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Doctor examining patient's eyes with a penlight in a medical exam room.

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Implementing Diabetic Eye Care in Rural Primary Care Through Teleophthalmology and Pop-Up Clinics: Mixed Methods Study

Nisha G Arya, Victoria Koltchine, Talia C Gearinger, Sherianne Buehler, Reza Yousefi-Nooraie, Rajeev S Ramchandran

JMIR Diabetes 2026 (Sep 03); 11:e106290

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Doctor explains colorectal cancer screening kit to patient

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Time to Cancer Screening Completion Following an SMS Reminder Intervention in a Large Federally Qualified Health Center Network: Secondary Data Analysis

Tonghui Xu, Summer Chavez, Ben King, Gonzalo Ramirez-Pulido, Chinedum O Ojinnaka, Daniel Osayi, Valery Kounga, Omolola E Adepoju

JMIR Mhealth Uhealth 2026 (Sep 03); 14:e93912

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Woman on phone near laptop showing research flow chart for ARU/SimFlow AI

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Feasibility and Acceptability of an AI-Driven Conversational Platform for Structured Autism History Taking and Referral Support: Mixed Methods Proof-of-Concept Study

Shabnam Sadeghi Esfahlani, Louise Prothero, Chris Jacobs, Jon Turvey, Naboshika Nantheswaran, Naim Abdulmohdi

JMIR Form Res 2026 (Aug 27); 10:e100237

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Development and Validation of an Interpretable Machine Learning Model for Staging Helicobacter pylori–Initiated Intestinal-Type Gastric Cancer in the Correa Cascade: Cross-Sectional Study

Jiawei Tang, Huijin Chen, Wenwen Zhang, Alfred Chin Yen Tay, Barry J Marshall, Cong Ma, Liang Wang

J Med Internet Res 2026 (Aug 07); 28:e94837

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Laptop screen displays a minimalist design with two dots, one black and one red, on a cream background.

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Utility of Tablet-Based Eye Tracking for Early Screening of Poststroke Cognitive Impairment: Diagnostic Cohort Study

Boxu Xie, Ronghui Ren, Yuting Zhang, Xuan Wang, Junli Zhen

JMIR Mhealth Uhealth 2026 (Aug 06); 14:e83194

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Elderly woman doing a squat exercise while following a fitness app on her phone.

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Smartphone-Based Physical Performance and Multidimensional Determinants of Self-Reported Knee Pain in Community-Dwelling Older Adults: Cross-Sectional Machine Learning and Network Analysis Study

Ui-jae Hwang, Peng Xia, Tianxiang Fan, Arnold YL Wong, Oh-yun Kwon, Siu-ngor Fu

JMIR Mhealth Uhealth 2026 (Aug 03); 14:e92466

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Smartphone displays sound wave and kidney icon next to a toilet, suggesting health monitoring.

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Digital Acoustic Uroflowmetry for Noninvasive Urine Flow Rate Monitoring in Men Using Smartphone Acoustic Pattern Recognition: Protocol for the Development of a System and Mobile App

Kevin Yonathan, Harrina Erlianti Rahardjo, Irfan Wahyudi, Fina Widia, Putu Angga Risky Raharja, Saras Serani Sesari

JMIR Res Protoc 2026 (Jul 23); 15:e102842

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Woman checks smartwatch displaying actigraphy data for depressive symptoms detection.

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Passive Screening for Depressive Symptoms Using Daily Wrist Actigraphy and Deep Learning: Model Development and Validation Study

Doljinsuren Enkhbayar, Somin Oh, Jinhee Lee, Min-Hyuk Kim, Erdenebayar Urtnasan, Jaehong Key

JMIR Mhealth Uhealth 2026 (Jul 15); 14:e91479

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Several pufferfish swim in a blue ocean with coral reef in the background.

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Construct Validation of a Remote Brain Health Assessment Battery to Evaluate Vocational Aptitude and Factors Associated With Cognitive Resilience in the Military: Observational Trial

Mouna Attarha, Melissa Polusny, Melissa Fisher, Karrie Fitzpatrick, Wendy Schlinsog, Cathy Chen, Sophia Vinogradov

JMIR Form Res 2026 (Jul 06); 10:e99490

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Doctors review liver scan on monitor, showing tumor and neural network visualization.

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Radiomics-Based AI for the Diagnosis and Prognosis of Vessels Encapsulating Tumor Clusters in Hepatocellular Carcinoma: Systematic Review and Meta-Analysis

Xuefeng Hua, Rongdang Fu, Ziwei Yin

J Med Internet Res 2026 (Jul 02); 28:e90931

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Robot serving cake to a woman in a care facility

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Care Robots as Emerging Health Technologies: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Gaeun Kim, Jinmi Jeon

J Med Internet Res 2026 (Jun 30); 28:e95232

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Family of three looking at a smartphone together on a couch

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Codevelopment of a Digital Screening and Intervention Tool to Improve Lifestyle Habits in Children: Focus Group Study With Parents and Clinicians

Alice Moyne, Tamara Perez, Trevor van Mierlo, Maryam Kebbe, Olivier Drouin

JMIR Pediatr Parent 2026 (Jun 26); 9:e84304

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Caring hands gently massaging elderly hands, showing connection and support.

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Gait Analysis for Identifying Normal Cognition, Subjective Cognitive Decline, and Mild Cognitive Impairment in Parkinson Disease: Diagnostic Study

Juan Huang, Lingyu Wu, Hui Wang, Lin Chen, Binbin Hu, Fei Zhang, Kang Ren, Yun Ling, Zhonglue Chen, Wei Huang

JMIR Mhealth Uhealth 2026 (Jun 24); 14:e69273

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Patient monitored in advanced hospital room with thermal imaging technology.

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Vision-Based Artificial Intelligence Technologies for Epilepsy Monitoring: Scoping Review and Taxonomy Development Study

Mirijana Irnich, Jonas Hammer, Aleksandra Flok, Frank Teuteberg

J Med Internet Res 2026 (Jun 24); 28:e83895

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Woman in clinic using phone showing STI testing info, blood, urine, visual exam tests.

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Medical Consultation and HIV Testing After AI-Based Symptom Check: Retrospective Cohort Study

Nao Taguchi, Kunihiro Hirahara, Keisuke Harada, Keisuke Orimo, KuanYeh Lee, Kota Iwahashi, Akifumi Imamura

J Med Internet Res 2026 (Jun 18); 28:e90257

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